{"id":"https://openalex.org/W4221146478","doi":"https://doi.org/10.1109/access.2022.3201555","title":"Domain Adaptation for Underwater Image Enhancement via Content and Style Separation","display_name":"Domain Adaptation for Underwater Image Enhancement via Content and Style Separation","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4221146478","doi":"https://doi.org/10.1109/access.2022.3201555"},"language":"en","primary_location":{"id":"doi:10.1109/access.2022.3201555","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2022.3201555","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09866748.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09866748.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100374343","display_name":"Yu\u2010Wei Chen","orcid":"https://orcid.org/0000-0002-5140-6647"},"institutions":[{"id":"https://openalex.org/I16733864","display_name":"National Taiwan University","ror":"https://ror.org/05bqach95","country_code":"TW","type":"education","lineage":["https://openalex.org/I16733864"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Yu-Wei Chen","raw_affiliation_strings":["Graduate Institute of Communication Engineering, National Taiwan University, Taipei, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graduate Institute of Communication Engineering, National Taiwan University, Taipei, Taiwan","institution_ids":["https://openalex.org/I16733864"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085279585","display_name":"Soo\u2010Chang Pei","orcid":"https://orcid.org/0000-0003-2448-4196"},"institutions":[{"id":"https://openalex.org/I16733864","display_name":"National Taiwan University","ror":"https://ror.org/05bqach95","country_code":"TW","type":"education","lineage":["https://openalex.org/I16733864"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Soo-Chang Pei","raw_affiliation_strings":["Department of Electrical Engineering, National Taiwan University, Taipei, Taiwan"],"raw_orcid":"https://orcid.org/0000-0003-2448-4196","affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, National Taiwan University, Taipei, Taiwan","institution_ids":["https://openalex.org/I16733864"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":4.1629,"has_fulltext":true,"cited_by_count":44,"citation_normalized_percentile":{"value":0.95275849,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"10","issue":null,"first_page":"90523","last_page":"90534"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11019","display_name":"Image Enhancement Techniques","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11019","display_name":"Image Enhancement Techniques","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11105","display_name":"Advanced Image Processing Techniques","score":0.9980000257492065,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9970999956130981,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/underwater","display_name":"Underwater","score":0.7765966653823853},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7571275234222412},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5934436321258545},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5257542729377747},{"id":"https://openalex.org/keywords/object-detection","display_name":"Object detection","score":0.4892840087413788},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.4351580739021301},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.4272996187210083},{"id":"https://openalex.org/keywords/latent-image","display_name":"Latent image","score":0.424924373626709},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4187888503074646},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4045311212539673},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3333203196525574},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.13255009055137634},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09365242719650269}],"concepts":[{"id":"https://openalex.org/C98083399","wikidata":"https://www.wikidata.org/wiki/Q3246517","display_name":"Underwater","level":2,"score":0.7765966653823853},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7571275234222412},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5934436321258545},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5257542729377747},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.4892840087413788},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.4351580739021301},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.4272996187210083},{"id":"https://openalex.org/C205372313","wikidata":"https://www.wikidata.org/wiki/Q355645","display_name":"Latent image","level":3,"score":0.424924373626709},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4187888503074646},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4045311212539673},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3333203196525574},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.13255009055137634},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09365242719650269},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/access.2022.3201555","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2022.3201555","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09866748.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:2202.08537","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2202.08537","pdf_url":"https://arxiv.org/pdf/2202.08537","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:doaj.org/article:9ab8d7f0babd48789307bd2b11d922f1","is_oa":true,"landing_page_url":"https://doaj.org/article/9ab8d7f0babd48789307bd2b11d922f1","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 10, Pp 90523-90534 (2022)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2022.3201555","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2022.3201555","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09866748.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.75,"display_name":"Life below water","id":"https://metadata.un.org/sdg/14"}],"awards":[{"id":"https://openalex.org/G1276636816","display_name":null,"funder_award_id":"MOST 108-2221-E-002-040-MY3","funder_id":"https://openalex.org/F4320322795","funder_display_name":"Ministry of Science and Technology, Taiwan"}],"funders":[{"id":"https://openalex.org/F4320322795","display_name":"Ministry of Science and Technology, Taiwan","ror":"https://ror.org/02kv4zf79"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4221146478.pdf","grobid_xml":"https://content.openalex.org/works/W4221146478.grobid-xml"},"referenced_works_count":51,"referenced_works":["https://openalex.org/W2016628928","https://openalex.org/W2041285268","https://openalex.org/W2055447163","https://openalex.org/W2069734445","https://openalex.org/W2081140338","https://openalex.org/W2082968119","https://openalex.org/W2128254161","https://openalex.org/W2293581118","https://openalex.org/W2562637781","https://openalex.org/W2572730214","https://openalex.org/W2587107113","https://openalex.org/W2593414223","https://openalex.org/W2593797484","https://openalex.org/W2603777577","https://openalex.org/W2794405642","https://openalex.org/W2891639959","https://openalex.org/W2895984841","https://openalex.org/W2947815032","https://openalex.org/W2950055287","https://openalex.org/W2953127297","https://openalex.org/W2962974533","https://openalex.org/W2963092440","https://openalex.org/W2963800363","https://openalex.org/W2963890275","https://openalex.org/W2964088115","https://openalex.org/W2964212750","https://openalex.org/W2966516593","https://openalex.org/W2971483169","https://openalex.org/W2990176100","https://openalex.org/W2996750022","https://openalex.org/W3006777311","https://openalex.org/W3009406242","https://openalex.org/W3020334921","https://openalex.org/W3032766569","https://openalex.org/W3034331889","https://openalex.org/W3034431451","https://openalex.org/W3091565629","https://openalex.org/W3099025816","https://openalex.org/W3101163179","https://openalex.org/W3121661546","https://openalex.org/W3136390906","https://openalex.org/W3194942914","https://openalex.org/W3201231642","https://openalex.org/W3202374260","https://openalex.org/W3203241450","https://openalex.org/W4226290276","https://openalex.org/W4288638647","https://openalex.org/W4321277462","https://openalex.org/W6725448924","https://openalex.org/W6763381028","https://openalex.org/W6772165286"],"related_works":["https://openalex.org/W4388229682","https://openalex.org/W2353625790","https://openalex.org/W2480327201","https://openalex.org/W2479205379","https://openalex.org/W2009385138","https://openalex.org/W3163232587","https://openalex.org/W2491430458","https://openalex.org/W2077260631","https://openalex.org/W1994580204","https://openalex.org/W4315498985"],"abstract_inverted_index":{"Underwater":[0],"image":[1,25,95,125,168,175],"suffer":[2],"from":[3,117],"color":[4],"cast,":[5],"low":[6],"contrast":[7],"and":[8,39,53,69,72,80,99,110,113,120,124,170,180,184],"hazy":[9],"effect,":[10],"which":[11],"degraded":[12],"the":[13,41,64,74,157],"high-level":[14],"vision":[15],"application.":[16],"Recent":[17],"learning-based":[18],"methods":[19],"demonstrate":[20,155],"astonishing":[21],"performance":[22],"on":[23,149],"underwater":[24,94,153,167,174],"enhancement,":[26],"however,":[27],"most":[28],"of":[29,67],"these":[30],"works":[31],"use":[32],"synthetic":[33],"pair":[34],"data":[35],"for":[36,93,142,166],"supervised":[37],"learning":[38,52],"ignore":[40],"domain":[42,54,90,122,164],"gap":[43],"to":[44,56,62,78,104,137,162],"real-world":[45,70,152],"data.":[46],"Although":[47],"some":[48],"work":[49],"leverage":[50],"transfer":[51],"adaptation":[55,91,123,165],"alleviate":[57],"this":[58,85],"problem,":[59,86],"they":[60],"target":[61],"minimize":[63],"latent":[65,75,112,116,128,146],"discrepancy":[66],"synthesis":[68],"data,":[71],"make":[73],"space":[76],"hard":[77],"interpret":[79],"cannot":[81],"manipulate.":[82],"To":[83],"solve":[84],"we":[87,102],"propose":[88],"a":[89,133],"framework":[92,159],"enhancement":[96,126,169,176],"via":[97],"content":[98,109],"style":[100,111,115],"separation,":[101],"aim":[103],"separate":[105],"encoded":[106],"feature":[107],"into":[108],"distinguish":[114],"different":[118,139],"domains,":[119],"process":[121],"in":[127,178],"space.":[129],"Our":[130],"model":[131,183],"provide":[132],"user":[134],"interact":[135],"interface":[136],"adjust":[138],"enhanced":[140],"level":[141],"continuous":[143],"change":[144],"by":[145],"manipulation.":[147],"Experiment":[148],"various":[150,172],"public":[151],"benchmarks":[154],"that":[156],"proposed":[158],"is":[160],"capable":[161],"perform":[163],"outperform":[171],"state-of-the-art":[173],"algorithms":[177],"quantity":[179],"quality.":[181],"The":[182],"source":[185],"code":[186],"will":[187],"be":[188],"available":[189],"at":[190],"https://github.com/fordevoted/UIESS.":[191]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":14},{"year":2024,"cited_by_count":21},{"year":2023,"cited_by_count":6}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2022-04-03T00:00:00"}